Built for Impact. Designed for Scale.
253 million people live with visual impairment. The vast majority have no access to intelligent assistive technology. ML Vision is changing that — and we're looking for partners who believe access is a right, not a privilege.
Partner With UsA massive gap. A clear solution.
No dominant player. Enormous unmet need.
The assistive technology space is fragmented, expensive, and largely unchanged for a decade. The few smart solutions that exist are priced for institutions, not individuals. Meanwhile, AI has reached a capability inflection point — real-time scene understanding, on-device inference, and natural language output are now possible at consumer price points.
ML Vision is positioned to be the first truly accessible, AI-native wearable for the visually impaired — a category with no dominant player, a clear distribution path through disability organizations and healthcare systems, and a user base that is deeply underserved and highly motivated.
The timing has never been better.
AI at the edge
On-device AI inference is now fast enough and cheap enough to power real-time scene understanding on a clip-on wearable. Two years ago, this wasn't possible at consumer price points.
Global accessibility mandates
The UN CRPD, EU Accessibility Act, and ADA are driving institutional demand for accessible technology. Healthcare systems and disability organizations are actively seeking solutions.
Community-first distribution
The visually impaired community is tightly networked and highly vocal. A product that genuinely works spreads organically through advocacy groups, social media, and word of mouth.
Wearables going mainstream
Consumer comfort with wearable technology has never been higher. The glasses form factor is familiar, unobtrusive, and socially accepted — removing the biggest barrier to adoption.
Privacy as a feature
On-device processing isn't just a technical choice — it's a competitive moat. Users with disabilities are particularly sensitive to data privacy. We're building trust into the architecture.
Underinvested category
Assistive technology receives a fraction of the venture investment of consumer tech, despite comparable market sizes. Early movers in this space have significant first-mover advantages.
Multiple ways to partner.
Seed & Pre-Seed
We are raising a seed round to fund hardware manufacturing, regulatory approvals, and go-to-market. We are looking for mission-aligned investors who understand the accessibility space.
Request a deckInstitutional Partners
Disability organizations, healthcare systems, and government agencies can partner with us on pilot programs, distribution, and advocacy. We offer preferential pricing for institutional deployments.
Explore partnershipGrants & Foundations
We actively pursue grant funding from accessibility-focused foundations and government programs. If your organization funds assistive technology innovation, we would love to connect.
Get in touchLet's build this together.
Whether you're an investor, a disability organization, or a grant-making foundation — we'd love to hear from you. Fill out the form and we'll be in touch within 48 hours.